A Python package that implements model-agnostic pre-and post-processing to mitigate unfairness in machine learning prediction tasks. Fix machine learning bias by adjusting the underlying data or model outputs.
All regulation:
US:
- Civil Rights Acts of 1964 and 1991
- Americans with Disabilities Act
- Genetic Information Nondiscrimination Act
- Health Insurance Portability and Accountability Act
- Equal Credit Opportunity Act (ECOA)
- Fair Credit Reporting Act (FCRA)
- Fair Housing Act
- Federal Reserve Supervision and Regulation (SR) Letter 11-7
EU
- European Union (EU) General Data Protection Regulation (GDPR) Article 22
UK: